You could send a regular kill signal to all instances of the PDF reader application.
First, identify your application name. For GNOME default PDF reader is
evince, for KDE this is
okular. Now, kill all of those processes you own using
pkill, like this:
pkill -u gert evince
To kill all
evince processes owned by me (